(19)
(11) EP 3 067 825 B1

(12) EUROPEAN PATENT SPECIFICATION

(45) Mention of the grant of the patent:
16.08.2023 Bulletin 2023/33

(21) Application number: 16156662.5

(22) Date of filing: 22.02.2016
(51) International Patent Classification (IPC): 
G06V 10/75(2022.01)
G06V 20/40(2022.01)
(52) Cooperative Patent Classification (CPC):
G06V 20/42; G06V 10/751

(54)

DETERMINATION PROGRAM, DETERMINATION METHOD, AND DETERMINATION DEVICE

BESTIMMUNGSPROGRAMM, BESTIMMUNGSVERFAHREN UND BESTIMMUNGSVORRICHTUNG

PROGRAMME DE DÉTERMINATION, PROCÉDÉ DE DÉTERMINATION, ET DISPOSITIF DE DÉTERMINATION


(84) Designated Contracting States:
AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LI LT LU LV MC MK MT NL NO PL PT RO RS SE SI SK SM TR

(30) Priority: 13.03.2015 JP 2015051082

(43) Date of publication of application:
14.09.2016 Bulletin 2016/37

(73) Proprietor: FUJITSU LIMITED
Kawasaki-shi, Kanagawa 211-8588 (JP)

(72) Inventors:
  • Muramatsu, Tatsuma
    Kanagawa, 211-8588 (JP)
  • Oguchi, Atsushi
    Kanagawa, 211-8588 (JP)

(74) Representative: Hoffmann Eitle 
Patent- und Rechtsanwälte PartmbB Arabellastraße 30
81925 München
81925 München (DE)


(56) References cited: : 
   
  • SERHAT AYDIN ET AL: "An evaluation of possession information in playfield zones from soccer video using mid-level descriptors", MULTIMEDIA SIGNAL PROCESSING, 2008 IEEE 10TH WORKSHOP ON, IEEE, PISCATAWAY, NJ, USA, 8 October 2008 (2008-10-08), pages 680-684, XP031356714, ISBN: 978-1-4244-2294-4
  • NIKOLAUS BECK ET AL: "Modeling team performance ; Theoretical and empirical annotations on the analysis of football data", EMPIRICAL ECONOMICS ; A QUARTERLY JOURNAL OF THE INSTITUTE FOR ADVANCED STUDIES, VIENNA, AUSTRIA, SPRINGER, BERLIN, DE, vol. 43, no. 1, 21 April 2011 (2011-04-21) , pages 335-356, XP035083261, ISSN: 1435-8921, DOI: 10.1007/S00181-011-0463-2
   
Note: Within nine months from the publication of the mention of the grant of the European patent, any person may give notice to the European Patent Office of opposition to the European patent granted. Notice of opposition shall be filed in a written reasoned statement. It shall not be deemed to have been filed until the opposition fee has been paid. (Art. 99(1) European Patent Convention).


Description

FIELD



[0001] The embodiment discussed herein is directed to a determination program, or the like.

BACKGROUND



[0002] In recent years, there have been attempts to provide users, who miss various types of sports broadcasting, with data that represents more realistic feelings as well as winning or losing and scores. For example, to provide users with the result of a soccer game, there is a conventional technology for also providing the ball possession rate of each team. Soccer is a sport for competing in the number of times the ball is scored at the opposing goal, and it is fundamental to keep the ball and make an offensive move to the opposing territory. Therefore, the ball possession rate is often used as the index for determining the team that is giving offense, and a user sees the ball possession rate so as to assume superiority/inferiority of the teams. These related-art examples are described, for example, in Japanese Laid-open Patent Publication No. 2006-204420.

[0003] Serhat Aydin et al: "An Evaluation of Possession Information in Playfield Zones from Soccer Video Using Mid-level Descriptors" relates to a method to acquire the possession information in different zones of the playfield from soccer video by using view type and playfield zone mid-level descriptors. Each video frame is classified into three kinds of view type according to a domain-specific feature, grass area ratio and series of classification rules. Then, the classified frames are used to determine the currently active playfield zone in the match. The history of active playfield zones is post processed to acquire the possession information in playfield zones during the game.

[0004] Accordingly, it is an object in one aspect of an embodiment of the invention to provide a determination program, a determination method, and a determination device, which make it possible to notify a user of superiority/inferiority of a team.

SUMMARY



[0005] According to an aspect of an embodiment, a determination program causing a computer to execute a process for generating a superiority index for a team during a game comprising:

obtaining a plurality of images which are captured in different areas of a field, where first team's territory of a first team is separated from second team's territory of a second team by using a center line;

detecting the center line on the basis of each image; detecting, for each image of the plurality of images, a distance between the position of the center line and a reference position;

detecting, for each image of the plurality of images, which one of the territories separated by using the detected center line, mainly appears in the respecive image;

storing as a record in a table, for each of the plurality of images, the detected distance in association with the territory which mainly appears in the respecive image;

creating a first index for the first team based on the number of the records stored in association with the first team's territory, where the distance is larger than zero;

creating a second index for the second team based on the number of the records stored in association with the second team's territory, where the distance is larger than zero; and outputting the first index and the second index as the superiority indices for the first and the second team respectively.


BRIEF DESCRIPTION OF DRAWINGS



[0006] 

FIG. 1 is a diagram that illustrates a configuration of a system according to the present embodiment;

FIG. 2 is a functional block diagram that illustrates a configuration of a determination device according to the present embodiment;

FIG. 3 is a diagram that illustrates an example of the data structure of a management table;

FIG. 4 is a diagram that illustrates an example of the template that is included in filter information;

FIG. 5 is a diagram that illustrates an example of the image frame that is being zoomed;

FIG. 6 is a diagram that illustrates an operation to extract the center line from an image frame;

FIG. 7 is a diagram that illustrates an operation to register information in the management table by a determining unit;

FIG. 8 is a flowchart that illustrates the steps of an operation of the determination device according to the present embodiment; and

FIG. 9 is a diagram that illustrates an example of the computer that executes an image processing program.


DESCRIPTION OF EMBODIMENTS



[0007] However, the above-described conventional technology has a problem in that it is difficult to notify a user of superiority/inferiority of teams.

[0008] For example, because of the nature of the sport soccer, there is a situation where the team keeping the ball has some difficulties in making an offensive move to the opposing team. For instance, assuming the situation where a team A is good at defense and a team B is unable to take the offensive, although the ball possession rate of the team B is high, it is sometimes difficult to say that the team B is more superior to the team A. Furthermore, in the case of a short-term game, such as tournament, for example, there is a case where, if a strong team plays with a lower rank team, it does not aggressively keep the ball so as to save the physical power and, in that case, the ball possession rate of the lower rank team is high. That is, it is sometimes difficult to determine superiority/inferiority of teams by using only the ball possession rate.

[0009] Preferred embodiments of the present invention will be explained with reference to accompanying drawings. Furthermore, the present invention is not limited to the embodiment.

[0010] FIG. 1 is a diagram that illustrates a configuration of a system according to the present embodiment. As illustrated in FIG. 1, the system includes a user terminal 10, a television station server 20, and a determination device 100. The user terminal 10, the television station server 20, and the determination device 100 are connected to a network 50. Here, only the user terminal 10 is illustrated as an example; however, the system according to a first embodiment may include other user terminals.

[0011] The user terminal 10 is a device that receives video data on a TV program, or the like, from the television station server 20 and that displays the received video data. For example, the user terminal 10 is equivalent to a device, such as a personal computer (PC) or a television. Furthermore, the user terminal 10 may receive video data via the network 50 or may receive video data via radio waves that are generated by a radio tower, or the like.

[0012] The television station server 20 is a server that provides the user terminal 10 with various types of video data on TV programs, or the like. Furthermore, the television station server 20 transmits, for example, the video data on soccer broadcasting to the determination device 100 and receives, from the determination device 100, information on the index that indicates which one of the teams playing the soccer game is more superior. In the following explanation, the information on the index that indicates which team is more superior is referred to as the "superiority/inferiority index information" as appropriate. The television station server 20 transmits the superiority/inferiority index information to the user terminal 10.

[0013] The determination device 100 is a device that generates the superiority/inferiority index information on the basis of the video data on soccer broadcasting, which is received from the television station server 20. For example, the determination device 100 performs image processing on the video data to detect the center line that is present on the soccer field. Furthermore, the determination device 100 generates the superiority/inferiority index information by using the determination result as to which territory mainly appears in the video among the territories that are separated by using the detected center line. The determination device 100 transmits the generated superiority/inferiority index information to the television station server 20.

[0014] Next, an explanation is given of an example of the configuration of the determination device 100, illustrated in FIG. 1. FIG. 2 is a functional block diagram that illustrates a configuration of the determination device according to the present embodiment. As illustrated in FIG. 2, the determination device 100 includes a communication unit 110, an input unit 120, a display unit 130, a storage unit 140, and a control unit 150.

[0015] The communication unit 110 is a processing unit that performs data communication with a different device via the network 50. For example, the communication unit 110 is equivalent to a communication device, or the like. For example, upon receiving the video data on soccer broadcasting from the television station server 20, the communication unit 110 outputs the received video data to the control unit 150. The control unit 150 communicates data with the television station server 20 via the communication unit 110.

[0016] The input unit 120 is an input device that inputs various types of information to the determination device 100. For example, the input unit 120 is equivalent to a keyboard, mouse, touch panel, or the like.

[0017] The display unit 130 is a display device that displays various types of data that is output from the control unit 150. For example, the display unit 130 is equivalent to a liquid crystal display, a touch panel, or the like.

[0018] The storage unit 140 includes an image data buffer 140a, a management table 140b, and filter information 140c. The storage unit 140 is equivalent to a storage device, such as a semiconductor memory device, e.g., a random access memory (RAM), a read only memory (ROM), or a flash memory.

[0019] The image data buffer 140a is a buffer that stores the video data on soccer broadcasting. For example, the video data contains multiple continuous image frames. In the present embodiment, for example, an explanation is given of a case where "the home team" and "the away team" play a soccer game. Furthermore, the image frame is related to the frame identification number for uniquely identifying an image frame and the information on the time that elapses after the game starts.

[0020] The management table 140b is a table that stores, for each image frame, the positional information on the center line in the soccer field, which is detected from the image frame. FIG. 3 is a diagram that illustrates an example of the data structure of the management table. As illustrated in FIG. 3, frame identification number, Time, Home, and Away are related to one another in the management table 140b. Frame identification number is the information for uniquely identifying an image frame. Time corresponds to, for example, the time that elapses after the soccer game starts.

[0021] Home is the information that indicates how much the center line moves from the reference position in the direction opposite to the direction in which the home team makes an offensive move. For example, as the number of Home increases, it means that the home team plays more in front of the goal of the away team. Furthermore, in the management table 140b of FIG. 3, "disappearance", which is included in the field of Home, indicates that the center line on the image frame moves out in the direction opposite to the direction in which the home team makes an offensive move and is not present on the image frame.

[0022] Furthermore, if the center line moves from the reference position in the direction in which the home team makes an offensive move, the number of Home in the management table 140b is blank.

[0023] Away is the information that indicates how much the center line moves from the reference position in the direction opposite to the direction in which the away team makes an offensive move. For example, as the number of Away increases, it means that the away team plays more in front of the goal of the home team. Furthermore, in the management table 140b of FIG. 3, "disappearance", which is included in the field of Away, indicates that the center line on the image frame moves out in the direction opposite to the direction in which the away team makes an offensive move and is not present on the image frame.

[0024] Furthermore, if the center line moves from the reference position in the direction in which the away team makes an offensive move, the number of Away in the management table 140b is blank.

[0025] Return to the explanation of FIG. 2. The filter information 140c includes templates of image frames that do not include the center line and that indicate the front of the goal. FIG. 4 is a diagram that illustrates an example of the template that is included in the filter information. For example, as illustrated in templates 61 and 62 of FIG. 4, in the image frames that do not include the center line and that indicate the front of the goal, corners 61a and 62a of the soccer field are located in the center of the upper section of the image frame. Here, the templates 61 and 62 are illustrated; however, the filter information 140c may include other templates.

[0026] The control unit 150 includes an acquiring unit 150a, a determining unit 150b, and a determination-result notifying unit 150c. The control unit 150 is equivalent to, for example, an integrated device, such as an application specific integrated circuit (ASIC) or a field programmable gate array (FPGA). Furthermore, the control unit 150 is equivalent to, for example, an electronic circuit, such as a central processing unit (CPU) or a micro processing unit (MPU).

[0027] The acquiring unit 150a is a processing unit that acquires video data from the television station server 20. The acquiring unit 150a stores the acquired video data in the image data buffer 140a.

[0028] The determining unit 150b is a processing unit that detects the center line on the basis of each image frame, stored in the image data buffer 140a, and determines which one of the territories, separated by using the detected center line, mainly appears in the video. The determining unit 150b uses the determination result to generate the superiority/inferiority index information and outputs the generated superiority/inferiority index information to the determination-result notifying unit 150c.

[0029] The determination-result notifying unit 150c is a processing unit that notifies the television station server 20 of the superiority/inferiority index information that is acquired from the determining unit 150b.

[0030] Next, a specific explanation is given of an example of the operation of the determining unit 150b. The determining unit 150b performs an operation to remove an image frame that is being zoomed, an operation to detect the center line from an image frame and register various types of information in the management table 140b, and an operation to generate the superiority/inferiority index information on the basis of the management table 140b.

[0031] An explanation is given of the operation to remove an image frame that is being zoomed by the determining unit 150b. For example, the image frame that is being zoomed, where the image of a player is zoomed in, does not include the center line; therefore, the determining unit 150b eliminates the image frame that is being zoomed from the target image frames, from which the center line is to be detected. FIG. 5 is a diagram that illustrates an example of the image frame that is being zoomed. For example, an image frame 70 that is being zoomed, illustrated in FIG. 5, includes a signboard, or the like, and the frame of the signboard, or the like, is sometimes mistakenly detected as the center line.

[0032] The determining unit 150b may use any technique to detect an image frame that is being zoomed. For example, the determining unit 150b calculates the difference between an image frame A1 and an image frame A2 that are adjacent to each other and, if the calculated difference value is equal to or more than a threshold, detects the image frame A2 as an image frame that is being zoomed.

[0033] An explanation is given of the operation to detect the center line from image frame and to register various types of information in the management table 140b by the determining unit 150b. FIG. 6 is a diagram that illustrates an operation to extract the center line from the image frame. As illustrated in FIG. 6, the determining unit 150b performs binarization processing on an image frame 71 to extract an edge, thereby generating an edge image 72. The determining unit 150b may perform an operation to remove, from the edge image 72, the edge whose length is less than a threshold. The determining unit 150b compares the straight line information on the previously set center line with the edge image 72, thereby detecting a center line 73.

[0034] After detecting the center line, the determining unit 150b determines in which one of "Home" and "Away" in the management table the number is to be registered on the basis of the position of the center line and registers the distance between the reference position and the position of the center line in the determined area.

[0035] FIG. 7 is a diagram that illustrates an operation to register information in the management table by the determining unit. In FIG. 7, for example, the left side of image frames 81 to 84 is the away team's territory, and the right side thereof is the home team's territory. Furthermore, the center line is a center line 80a, and the reference position is a reference position 80b. The determining unit 150b may determine the reference position by using any technique and, for example, the center position of the image frame at the start of the game is determined as the reference position.

[0036] For example, if the center line 80a moves to right and the away team's territory is mainly present in the image frame, it can be said that the home team makes an offensive move to the away team's territory and the home team is superior. Conversely, if the center line 80a moves to left and the home team's territory is mainly present in the image frame, it can be said that the away team makes an offensive move to the home team's territory and the away team is superior.

[0037] The operation of the determining unit 150b for the image frame 81 is explained. On the image frame 81, the center line 80a and the reference position 80b are overlapped with each other. In this case, the determining unit 150b sets "0" in the fields of Home and Away in relation to the frame identification number of the image frame 81 and the time. Furthermore, the determining unit 150b may perform the same operation in a case where the distance between the center line 80a and the reference position 80b is less than a threshold.

[0038] The operation of the determining unit 150b for the image frame 82 is explained. On the image frame 82, the center line 80a moves to the side of the home's territory, and the home team makes an offensive move to the away team's territory. In this case, the determining unit 150b sets, in the field of Home, the distance between the center line 80a and the reference position 80b in relation to the frame identification number of the image frame 82 and the time.

[0039] The operation of the determining unit 150b for the image frame 83 is explained. On the image frame 83, the center line 80a moves to the side of the home's territory, and the home team makes an offensive move to the away team's territory. In this case, the determining unit 150b sets, in the field of Home, the distance between the center line 80a and the reference position 80b in relation to the frame identification number of the image frame 83 and the time.

[0040] The operation of the determining unit 150b for the image frame 84 is explained. On the image frame 84, the center line 80a moves out on the side of the home's territory. In this case, the determining unit 150b sets "disappearance" in the field of Home in relation to the frame identification number of the image frame 84 and the time.

[0041] The determining unit 150b may determine the disappearance by using any technique. For example, there are image frames B1, B2, and B3, the distance between the center line and the reference position is equal to or more than a threshold and the center line is present on the home's territory in the image frames B1 and B3, and the center line is not present in the image frame B2. In this case, the determining unit 150b determines that the center line moves out on the side of the home's territory.

[0042] Conversely, assume that there are image frames C1, C2, and C3, the distance between the center line and the reference position is equal to or more than a threshold and the center line is present on the away's territory in the image frames C1 and C3, and the center line is not present in the image frame C2. In this case, the determining unit 150b determines that the center line moves out on the side of the away's territory.

[0043] Furthermore, when the determining unit 150b detects the center line from the image frame, it determines whether the characteristics of the image frame match the characteristics of the template, included in the filter information 140c. If the characteristics of the image frame match the characteristics of the template, the determining unit 150b refrains from detecting the center line from the image frame. For example, if the characteristics of the image frame match the characteristics of the template, there is a possibility that the image frame is the image frame that indicates the front of the goal; therefore, it is possible to prevent improper detection of the penalty arc, or the like, as the center line.

[0044] An explanation is given of the operation to generate the superiority/inferiority index information on the basis of the management table 140b by the determining unit 150b. For example, the determining unit 150b calculates the superiority value of the home team by using Equation (1) and calculates the superiority value of the away team by using Equation (2). For example, the information that is the combination of the superiority value of the home team and the superiority value of the away team is equivalent to the superiority/inferiority index information.

[0045] Superiority value of home team=first time/(first



[0046] Superiority value of away team=second time/(first



[0047] In Equations (1) and (2), the first time is the time, during which the home team makes an offensive move to the away's territory. For example, the determining unit 150b calculates the first time as described below. Out of the records in the management table 140b, the number of the records, in which the number larger than zero or the disappearance is set in the field of Home, is multiplied by the time per one image frame and the multiplied values are add to calculate the first time.

[0048] In Equations (1) and (2), the second time is the time, during which the away team makes an offensive move to the home's territory. For example, the determining unit 150b calculates the second time as described below. Out of the records in the management table 140b, the number of records, in which the number larger than zero or the disappearance is set in the field of Away, is multiplied by the time per one image frame, and the multiplied values are add to calculate the second time.

[0049] Furthermore, when calculating the first time, the determining unit 150b may apply a weight to a record that includes "disappearance" in the field of Home for calculation. For example, the determining unit 150b may calculate the first time as represented in Equation (3).

[0050] In Equation (3), X is the time per one image frame. Record number A is the number of records, in which the number larger than zero is set in the field of Home. Record number B is the number of records, in which "disappearance" is set in the field of Home. α is a weight and, for example, an integer equal to or more than 1 is set.



[0051] When calculating the second time, the determining unit 150b may apply a weight to a record that includes "disappearance" in the field of Away for calculation. For example, the determining unit 150b may calculate the second time as represented in Equation (4). In Equation (4), X is the time per one image frame. Record number C is the number of records, in which the number larger than zero is set in the field of Away. Record number D is the number of records, in which "disappearance" is set in the field of Away. α is a weight and, for example, an integer equal to or more than 1 is set.



[0052] Next, an explanation is given of the steps of the operation of the determination device 100 according to the present embodiment. FIG. 8 is a flowchart that illustrates the steps of the operation of the determination device according to the present embodiment. The determining unit 150b of the determination device 100 acquires an image frame from the image data buffer 140a (Step S101), compares the adjacent image frames, and determines whether it is the image frame that is being zoomed (Step S102).

[0053] If it is the image frame that is being zoomed (Step S103, Yes), the determining unit 150b proceeds to Step S110. Conversely, if it is not the image frame that is being zoomed (Step S103, No), the determining unit 150b conducts matching and determines whether the center line is detected (Step S104).

[0054] If the center line is not detected (Step S105, No), the determining unit 150b determines whether the center line disappears on the side of one of the territories (Step S106). If the center line does not disappear on the side of one of the territories (Step S107, No), the determining unit 150b proceeds to Step S110.

[0055] Conversely, if the center line disappears on the side of one of the territories (Step S107, Yes), the determining unit 150b sets, in the management table 140b, the information indicating that the center line disappears (Step S108) and proceeds to Step S110.

[0056] Furthermore, at Step S105, if the center line is detected (Step S105, Yes), the determining unit 150b sets the distance between the center line position and the reference position in the management table 140b (Step S109) and proceeds to Step S110.

[0057] At Step S110, if it is not the final image frame (Step S110, No), the determining unit 150b proceeds to Step S101. Conversely, if it is the final image frame (Step S110, Yes), the determining unit 150b generates the superiority/inferiority index information on the basis of the management table 140b (Step S111).

[0058] Next, an explanation is given of the advantage of the determination device 100 according to the present embodiment. The determination device 100 performs image processing on each image frame to detect the center line that is present on the soccer field. Then, the determination device 100 uses the determination result as to which one of the territories, separated by using the detected center line, mainly appears in the video to generate the superiority/inferiority index information.

[0059] For example, if the determination device 100 detects that the center line, detected in the image, moves to the side of one of the territories, it determines that the team on the side of one of the territories is more superior. Therefore, according to the present embodiment, it is possible to notify a user of superiority/inferiority of the team.

[0060] An explanation is given of a case where, for example, the home team and the away team are playing a game and the home team's territory mainly appears in the image. In this case, the determination device 100 determines that the away team is superior. In a case where the home team's territory mainly appears in the video, it can be said that the away team actually keeps the ball and makes an offensive move to the home team and that the away team is superior. Furthermore, in a case where the home team's territory mainly appears in the video, the away team keeps the ball in the home team's territory due to aggressive defensive, and it can be said that the away team is superior. Furthermore, in a case where the home team's territory mainly appears in the video, the away team sometimes keeps the ball near the flag in order to reduce the risks of the goal allowed just before the end of the game; therefore, it can be said that the away team is superior.

[0061] Furthermore, in a case where the determination device 100 detects that the detected center line disappears on the side of one of the territories, it is determined that the team on the side of one of the territories is more superior, compared to a case where it is detected that the detected center line moves to the side of one of the territories. For example, if the center line disappears on the side of the home team's territory, it can be said that the away team makes a more offensive move to the home team's territory; thus, it is possible to determine superiority/inferiority more accurately.

[0062] Furthermore, if the image area indicating the characteristics of neighborhood of the goal is detected from the image frame, the determination device 100 refrains from detecting the center line from the image frame. Therefore, it is possible to prevent improper detection of the center line from the image frame that does not include the center line. For example, it is possible to prevent detection of the line segment in the penalty area in front of the goal as the center line.

[0063] Next, an explanation is given of an example of the computer that executes a determination program that implements the same functionality as that of the image processing device that is illustrated in the above-described embodiment. FIG. 9 is a diagram that illustrates an example of the computer that executes the image processing program.

[0064] As illustrated in FIG. 9, a computer 200 includes a CPU 201 that performs various calculation operations; an input device 202 that receives input of data from a user; and a display 203. Furthermore, the computer 200 includes a reading device 204 that reads a program, or the like, from a storage medium; and an interface device 205 that transfers and receives data to and from a different computer via a network. Furthermore, the computer 200 includes a RAM 206 that temporarily stores various types of information; and a hard disk device 207. Moreover, the CPU 201, the input device 202, the display 203, the reading device 204, the interface device 205, the RAM 206, and the hard disk device 207 are connected to a bus 208.

[0065] The hard disk device 207 includes, for example, a determination program 207a. The CPU 201 reads the determination program 207a and loads it into the RAM 206. The determination program 207a functions as a determination process 206a. The determination process 206a is equivalent to, for example, the determining unit 150b.

[0066] Furthermore, the determination program 207a does not always need to be stored in the hard disk device 207 initially. For example, each program is stored in a "portable physical medium", such as a flexible disk (FD), CD-ROM, DVD disk, magnet-optical disk, or IC card, which is inserted into the computer 200. Then, the computer 200 may read the determination program 207a from the above and execute it.

[0067] According to one example, it is possible to notify a user of superiority/inferiority of a team.


Claims

1. A determination program causing a computer to execute a process for generating a superiority index for a team during a game comprising:

obtaining a plurality of images which are captured in different areas of a field, where first team's territory of a first team is separated from second team's territory of a second team by using a center line;

detecting the center line on the basis of each image;

detecting, for each image of the plurality of images, a distance between the position of the center line and a reference position;

detecting, for each image of the plurality of images, which one of the territories separated by using the detected center line, mainly appears in the respective image;

storing as a record in a table, for each of the plurality of images, the detected distance in association with the territory which mainly appears in the respective image;

creating a first index for the first team based on the number of the records stored in association with the first team's territory, where the distance is larger than zero;

creating a second index for the second team based on the number of the records stored in association with the second team's territory, where the distance is larger than zero; and

outputting the first index and the second index as the superiority indices for the first and the second team respectively.


 
2. The determination program according to claim 1, wherein the process further comprises determining that the first team is a superior team making the offensive move against the second team, when it is detected that the center line, detected in the plurality of images, moves to a side of first team's territory.
 
3. The determination program according to claim 2, wherein the determining determines that the first team is the superior team or not while the distance associated with the first team's territory is more than a threshold.
 
4. The determination program according to claim 3, wherein the distance includes disappearance which indicates that the center on the image moves out in a direction opposite to the direction in which the first team makes an offensive move and is not present on the image.
 
5. The determination program according to any one of claims 1 to 4, wherein the process further comprises refraining from detecting the center line from the plurality of images, when a matching of the image with a template indicates that the image is the front of a goal.
 
6. The determination program according to claim 4, wherein the process further comprises calculating a first time by adding a time proportional to the time, during which the center line disappears on the side of first team's territory, to a time, during which the center line is present on the side of first team's territory and a second time by adding a time proportional to the time, during which the center line disappears on a side of the second team's territory, to a time, during which the center line is present on the side of the second team's territory and outputting an index as to which one of the teams is more superior in the game based on the first time and the second time.
 
7. The determination program according to claim 1, the process further comprises determining that a first team is more superior to a second team in the game when the second team's territory is mainly present in the plurality of images, and that the second team is more superior to the first team in the game when the first team's territory is mainly present in the plurality of images.
 
8. A determination method that is implemented by a computer, the determination method for generating a superiority index for a team during a game comprising:

obtaining a plurality of images which are captured in different areas of a field, where first team's territory of a first team is separated from second team's territory of a second team by using a center line;

detecting the center line on the basis of each image;

detecting, for each image of the plurality of images, a distance between the position of the center line and a reference position;

detecting, for each image of the plurality of images, which one of the territories separated by using the detected center line, mainly appears in the respective image;

storing as a record in a table, for each of the plurality of images, the detected distance in association with the territory which mainly appears in the respective image;

creating a first index for the first team based on the number of the records stored in association with the first team's territory, where the distance is larger than zero;

creating a second index for the second team based on the number of the records stored in association with the second team's territory, where the distance is larger than zero; and

outputting the first index and the second index as the superiority indices for the first and the second team respectively.


 
9. The determination method according to claim 8, wherein the process further comprises determining that the first team is a superior team making the offensive move against the second team, when it is detected that the center line, detected in the plurality of images, moves to a side of first team's territory.
 
10. The determination method according to claim 9, wherein the determining determines that the first team is the superior team or not while the distance associated with the first team's territory is more than a threshold.
 
11. The determination method according to claim 10, wherein the distance includes disappearance which indicates that the center on the image moves out in a direction opposite to the direction in which the first team makes an offensive move and is not present on the image.
 
12. The determination method according to any one of claims 8 to 11, wherein the determination method further comprises refraining from detecting the center line from the plurality of images, when a matching of the image with a template indicates that the image is the front of a goal.
 
13. The determination method according to claim 11, the process further comprises calculating a first time by adding a time proportional to the time, during which the center line disappears on the side of first team's territory, to a time, during which the center line is present on the side of first team's territory and a second time by adding a time proportional to the time, during which the center line disappears on a side of the second team's territory, to a time, during which the center line is present on the side of the second team's territory and outputting an index as to which one of the teams is more superior in the game based on the first time and the second time.
 
14. The determination method according to claim 8, the method further comprises determining that a first team is more superior to a second team in the game when the second team's territory is mainly present in the plurality of images, and that the second team is more superior to the first team in the game when the first team's territory is mainly present in the plurality of images.
 
15. A determination device comprising a determining unit (150b) that obtains a plurality of images which are captured in different areas of a field where first team's territory of a first team is separated from second team's territory of a second team by using a center line, that detects the center line on the basis of each image, that detects for each image of the plurality of images, a distance between the position of the center line and a reference position, that detects, for each image of the plurality of images, which one of the territories separated by using the detected center line, mainly appears in the respective image, that stores as a record in a table for each of the plurality of images, the detected distance in association with the territory which mainly appears in the respective image, that creates a first index for the first team based on the number of the records stored in association with the first team's territory, where the distance is larger than zero, that creates a second index for the second team based on the number of the records stored in association with the second team's territory, where the distance is larger than zero, that outputs the first index and the second index as the superiority indices for the first and the second team respectively.
 
16. The determination device according to claim 15, wherein the determining unit (150b) determines that the first team is a superior team making the offensive move against the second team, when it is detected that the center line, detected in the plurality of images, moves to a side of first team's territory.
 
17. The determination device according to claim 16, wherein the determining unit (150b) determines that the first team is the superior team or not while the distance associated with the first team's territory is more than a threshold.
 
18. The determination device according to claim 17, wherein, the distance includes disappearance which indicates that the center on the image moves out in a direction opposite to the direction in which the first team makes an offensive move and is not present on the image.
 
19. The determination device according to any one of claims 15 to 18, wherein the determining unit (150b) refrains from detecting the center line from the video, when a matching of the image with a template indicates that the image is the front of a goal.
 
20. The determination device according to claim 19, wherein the determining unit (150b) calculates a first time by adding a time proportional to the time during which the center line disappears on the side of first team's territory, to a time, during which the center line is present on the side of first team's territory the one of the territories and a second time by adding a time proportional to the time, to a time, during which the center line is present on the side of the second team's territory other one of the territories and outputting an index as to which one of the teams is more superior in the game based on the first time and the second time.
 
21. The determination device according to claim 15, wherein the determining unit (150b) determines that a first team is more superior to a second team in the game when the second team's territory is mainly present in the plurality of images, and that the second team is more superior to the first team in the game when the first team's territory is mainly present in the plurality of images.
 


Ansprüche

1. Bestimmungsprogramm, das bewirkt, dass ein Computer einen Prozess zum Erzeugen eines Überlegenheitsindex für eine Mannschaft während eines Spiels ausführt, umfassend:

Erhalten einer Vielzahl von Bildern, die in unterschiedlichen Bereichen eines Felds erfasst werden, wo das Erstmannschaftsgebiet einer ersten Mannschaft von dem Zweitmannschaftsgebiet einer zweiten Mannschaft durch Verwenden einer Mittellinie getrennt ist;

Erkennen der Mittellinie auf der Grundlage von jedem Bild;

Erkennen für jedes Bild der Vielzahl von Bildern eines Abstands zwischen der Position der Mittellinie und einer Bezugsposition;

Erkennen für jedes Bild der Vielzahl von Bildern, welches der Gebiete, die durch Verwenden der erkannten Mittellinie getrennt sind, hauptsächlich in dem jeweiligen Bild erscheint;

Speichern als Eintrag in einer Tabelle für jedes der Vielzahl von Bildern des erkannten Abstands in Zuordnung zu dem Gebiet, das hauptsächlich in dem jeweiligen Bild erscheint;

Erstellen eines ersten Index für die erste Mannschaft basierend auf der Anzahl der gespeicherten Einträge in Zuordnung zu dem Erstmannschaftsgebiet, wo der Abstand größer als null ist;

Erstellen eines zweiten Index für die zweite Mannschaft basierend auf der Anzahl der gespeicherten Einträge in Zuordnung zu dem Zweitmannschaftsgebiet, wo der Abstand größer als null ist; und

Ausgeben des ersten Index und des zweiten Index als Überlegenheitsindizes für die erste beziehungsweise die zweite Mannschaft.


 
2. Bestimmungsprogramm nach Anspruch 1, wobei der Prozess weiter Bestimmen umfasst, dass die erste Mannschaft eine überlegene Mannschaft ist, die die Angriffsbewegung gegen die zweite Mannschaft macht, wenn erkannten ist, dass sich die in der Vielzahl von Bildern erkannte Mittellinie zu einer Seite des Erstmannschaftsgebiets bewegt.
 
3. Bestimmungsprogramm nach Anspruch 2, wobei das Bestimmen bestimmt, dass die erste Mannschaft die überlegene Mannschaft ist oder nicht, während der Abstand, der dem Erstmannschaftsgebiet zugeordnet ist, mehr als ein Schwellenwert ist.
 
4. Bestimmungsprogramm nach Anspruch 3, wobei der Abstand Verschwinden einschließt, was anzeigt, dass sich die Mitte des Bilds in eine Richtung entgegengesetzt zu der Richtung, in die die erste Mannschaft eine Angriffsbewegung macht, nach außen bewegt und nicht auf dem Bild vorhanden ist.
 
5. Bestimmungsprogramm nach einem der Ansprüche 1 bis 4, wobei der Prozess weiter Absehen von Erkennen der Mittellinie aus der Vielzahl von Bildern umfasst, wenn ein Abgleich des Bilds mit einer Vorlage anzeigt, dass das Bild die Front eines Tors ist.
 
6. Bestimmungsprogramm nach Anspruch 4, wobei der Prozess weiter Berechnen einer ersten Zeit umfasst durch Hinzufügen einer Zeit, die proportional ist zu der Zeit, während der die Mittellinie an der Seite des Erstmannschaftsgebiets verschwindet, zu einer Zeit, während der die Mittellinie an der Seite des Erstmannschaftsgebiets vorhanden ist, und einer zweiten Zeit durch Hinzufügen einer Zeit, die proportional ist zu der Zeit, während der die Mittellinie an einer Seite des Zweitmannschaftsgebiets verschwindet, zu einer Zeit, während der die Mittellinie an der Seite des Zweitmannschaftsgebiets vorhanden ist, und Ausgeben eines Index darüber, welche der Mannschaften in dem Spiel überlegener ist basierend auf der ersten Zeit und der zweiten Zeit.
 
7. Bestimmungsprogramm nach Anspruch 1, wobei der Prozess weiter Bestimmen umfasst, dass eine erste Mannschaft einer zweiten Mannschaft in dem Spiel überlegener ist, wenn das Zweitmannschaftsgebiet hauptsächlich in der Vielzahl von Bildern vorhanden ist, und dass die zweite Mannschaft der ersten Mannschaft in dem Spiel überlegener ist, wenn das Erstmannschaftsgebiet hauptsächlich in der Vielzahl von Bildern vorhanden ist.
 
8. Bestimmungsverfahren, das von einem Computer implementiert wird, wobei das Bestimmungsverfahren zum Erzeugen eines Überlegenheitsindex für eine Mannschaft während eines Spiels Folgendes umfassend:

Erhalten einer Vielzahl von Bildern, die in unterschiedlichen Bereichen eines Felds erfasst werden, wo das Erstmannschaftsgebiet einer ersten Mannschaft von dem Zweitmannschaftsgebiet einer zweiten Mannschaft durch Verwenden einer Mittellinie getrennt ist;

Erkennen der Mittellinie auf der Grundlage von jedem Bild; Erkennen für jedes Bild der Vielzahl von Bildern eines Abstands zwischen der Position der Mittellinie und einer Bezugsposition;

Erkennen für jedes Bild der Vielzahl von Bildern, welches der Gebiete, die durch Verwenden der erkannten Mittellinie getrennt sind, hauptsächlich in dem jeweiligen Bild erscheint;

Speichern als Eintrag in einer Tabelle für jedes der Vielzahl von Bildern des erkannten Abstands in Zuordnung zu dem Gebiet, das hauptsächlich in dem jeweiligen Bild erscheint;

Erstellen eines ersten Index für die erste Mannschaft basierend auf der Anzahl der gespeicherten Einträge in Zuordnung zu dem Erstmannschaftsgebiet, wo der Abstand größer als null ist;

Erstellen eines zweiten Index für die zweite Mannschaft basierend auf der Anzahl der gespeicherten Einträge in Zuordnung zu dem Zweitmannschaftsgebiet, wo der Abstand größer als null ist; und

Ausgeben des ersten Index und des zweiten Index als Überlegenheitsindizes für die erste beziehungsweise die zweite Mannschaft.


 
9. Bestimmungsverfahren nach Anspruch 8, wobei der Prozess weiter Bestimmen umfasst, dass die erste Mannschaft eine überlegene Mannschaft ist, die die Angriffsbewegung gegen die zweite Mannschaft macht, wenn erkannten ist, dass sich die in der Vielzahl von Bildern erkannte Mittellinie zu einer Seite des Erstmannschaftsgebiets bewegt.
 
10. Bestimmungsverfahren nach Anspruch 9, wobei das Bestimmen bestimmt, dass die erste Mannschaft die überlegene Mannschaft ist oder nicht, während der Abstand, der dem Erstmannschaftsgebiet zugeordnet ist, mehr als ein Schwellenwert ist.
 
11. Bestimmungsverfahren nach Anspruch 10, wobei der Abstand Verschwinden einschließt, was anzeigt, dass sich die Mitte des Bilds in eine Richtung entgegengesetzt zu der Richtung, in die die erste Mannschaft eine Angriffsbewegung macht, nach außen bewegt und nicht auf dem Bild vorhanden ist.
 
12. Bestimmungsverfahren nach einem der Ansprüche 8 bis 11, wobei das Bestimmungsverfahren weiter Absehen von Erkennen der Mittellinie aus der Vielzahl von Bildern umfasst, wenn ein Abgleich des Bilds mit einer Vorlage anzeigt, dass das Bild die Front eines Tors ist.
 
13. Bestimmungsverfahren nach Anspruch 11, wobei der Prozess weiter Berechnen einer ersten Zeit umfasst durch Hinzufügen einer Zeit, die proportional ist zu der Zeit, während der die Mittellinie an der Seite des Erstmannschaftsgebiets verschwindet, zu einer Zeit, während der die Mittellinie an der Seite des Erstmannschaftsgebiets vorhanden ist, und einer zweiten Zeit durch Hinzufügen einer Zeit, die proportional ist zu der Zeit, während der die Mittellinie an einer Seite des Zweitmannschaftsgebiets verschwindet, zu einer Zeit, während der die Mittellinie an der Seite des Zweitmannschaftsgebiets vorhanden ist, und Ausgeben eines Index darüber, welche der Mannschaften in dem Spiel überlegener ist basierend auf der ersten Zeit und der zweiten Zeit.
 
14. Bestimmungsverfahren nach Anspruch 8, wobei das Verfahren weiter Bestimmen umfasst, dass eine erste Mannschaft einer zweiten Mannschaft in dem Spiel überlegener ist, wenn das Zweitmannschaftsgebiet hauptsächlich in der Vielzahl von Bildern vorhanden ist, und dass die zweite Mannschaft der ersten Mannschaft in dem Spiel überlegener ist, wenn das Erstmannschaftsgebiet hauptsächlich in der Vielzahl von Bildern vorhanden ist.
 
15. Bestimmungsvorrichtung umfassend eine Bestimmungseinheit (150b), die eine Vielzahl von Bildern erhält, die in unterschiedlichen Bereichen eines Felds erfasst werden, wo das Erstmannschaftsgebiet einer ersten Mannschaft von dem Zweitmannschaftsgebiet einer zweiten Mannschaft durch Verwenden einer Mittellinie getrennt ist, die die Mittellinie auf der Grundlage von jedem Bild erkennt, die für jedes Bild der Vielzahl von Bildern einen Abstand zwischen der Position der Mittellinie und einer Bezugsposition erkennt, die für jedes Bild der Vielzahl von Bildern erkennt, welches der Gebiete, die durch Verwenden der erkannten Mittellinie getrennt sind welches der Gebiete, die durch Verwenden der erkannten Mittellinie getrennt sind, hauptsächlich in dem jeweiligen Bild erscheint, die als Eintrag in einer Tabelle für jedes der Vielzahl von Bildern den erkannten Abstand in Zuordnung zu dem Gebiet, das hauptsächlich in dem jeweiligen Bild erscheint speichert, die einen ersten Index für die erste Mannschaft basierend auf der Anzahl der gespeicherten Einträge in Zuordnung zu dem Erstmannschaftsgebiet, wo der Abstand größer als null ist, erstellt, die einen zweiten Index für die zweite Mannschaft basierend auf der Anzahl der gespeicherten Einträge in Zuordnung zu dem Zweitmannschaftsgebiet, wo der Abstand größer als null ist, erstellt, die den ersten Index und den zweiten Index als die Überlegenheitsindizes für die erste beziehungsweise die zweite Mannschaft ausgibt.
 
16. Bestimmungsvorrichtung nach Anspruch 15, wobei die Bestimmungseinheit (150b) bestimmt, dass die erste Mannschaft eine überlegene Mannschaft ist, die die Angriffsbewegung gegen die zweite Mannschaft macht, wenn erkannten ist, dass sich die in der Vielzahl von Bildern erkannte Mittellinie zu einer Seite des Erstmannschaftsgebiets bewegt.
 
17. Bestimmungsvorrichtung nach Anspruch 16, wobei die Bestimmungseinheit (150b) bestimmt, dass die erste Mannschaft die überlegene Mannschaft ist oder nicht, während der Abstand, der dem Erstmannschaftsgebiet zugeordnet ist, mehr als ein Schwellenwert ist.
 
18. Bestimmungsvorrichtung nach Anspruch 17, wobei der Abstand Verschwinden einschließt, was anzeigt, dass sich die Mitte des Bilds in eine Richtung entgegengesetzt zu der Richtung, in die die erste Mannschaft eine Angriffsbewegung macht, nach außen bewegt und nicht auf dem Bild vorhanden ist.
 
19. Bestimmungsvorrichtung nach einem der Ansprüche 15 bis 18, wobei die Bestimmungseinheit (150b) von Erkennen der Mittellinie aus dem Video absieht, wenn ein Abgleich des Bilds mit einer Vorlage anzeigt, dass das Bild die Front eines Tors ist.
 
20. Bestimmungsvorrichtung nach Anspruch 19, wobei die Bestimmungseinheit (150b) eine erste Zeit berechnet durch Hinzufügen einer Zeit, die proportional ist zu der Zeit, während der die Mittellinie an der Seite des Erstmannschaftsgebiets verschwindet, zu einer Zeit, während der die Mittellinie an der Seite des Erstmannschaftsgebiets vorhanden ist, und einer zweiten Zeit durch Hinzufügen einer Zeit, die proportional ist zu der Zeit, während der die Mittellinie an einer Seite des Zweitmannschaftsgebiets verschwindet, zu einer Zeit, während der die Mittellinie an der Seite des Zweitmannschaftsgebiets vorhanden ist,
 
21. Bestimmungsvorrichtung nach Anspruch 15, wobei die Bestimmungseinheit (150b) bestimmt, dass eine erste Mannschaft einer zweiten Mannschaft in dem Spiel überlegener ist, wenn das Zweitmannschaftsgebiet hauptsächlich in der Vielzahl von Bildern vorhanden ist, und dass die zweite Mannschaft der ersten Mannschaft in dem Spiel überlegener ist, wenn das Erstmannschaftsgebiet hauptsächlich in der Vielzahl von Bildern vorhanden ist.
 


Revendications

1. Programme de détermination amenant un ordinateur pour exécuter un processus pour générer un indice de supériorité pour un équipe durant un jeu, comprenant :

l'obtention d'une pluralité d'images qui sont capturées dans différentes zones d'un champ, dans lequel un premier territoire d'équipe d'une première équipe est séparé d'un second territoire d'équipe d'une seconde équipe à l'aide d'une ligne centrale ;

la détection de la ligne centrale sur la base de chaque image ;

la détection, pour chaque image de la pluralité d'images, d'une distance entre la position de la ligne centrale et une position de référence ;

la détection, pour chaque image de la pluralité d'images, duquel parmi les territoires séparés à l'aide de la ligne centrale détectée apparaît principalement dans l'image respective ;

le stockage comme un enregistrement dans une table, pour chacune de la pluralité d'images, de la distance détectée en association avec le territoire qui apparaît principalement dans l'image respective ;

la création d'un premier indice pour la première équipe sur la base du nombre des enregistrements stockés en association avec le premier territoire d'équipe, où la distance est supérieure à zéro ;

la création d'un second indice pour la seconde équipe sur la base du nombre des enregistrements stockés en association avec le second territoire d'équipe, où la distance est supérieure à zéro ; et

la fourniture en sortie du premier indice et du second indice comme les indices de supériorité respectivement pour la première et la seconde équipe.


 
2. Programme de détermination selon la revendication 1, dans lequel le processus comprend en outre la détermination que la première équipe est une équipe supérieure effectuant le mouvement d'attaque contre la seconde équipe, quand il est détecté que la ligne centrale, détectée dans la pluralité d'images, se déplace vers un côté du premier territoire d'équipe.
 
3. Programme de détermination selon la revendication 2, dans lequel la détermination détermine que la première équipe est ou non l'équipe supérieure alors que la distance associée au premier territoire d'équipe est supérieure à un seuil.
 
4. Programme de détermination selon la revendication 3, dans lequel la distance comprend une disparition qui indique que le centre sur l'image sort dans une direction opposée à la direction dans laquelle la première équipe effectue un mouvement d'attaque et n'est pas présent sur l'image.
 
5. Programme de détermination selon l'une quelconque des revendications 1 à 4, dans lequel le processus comprend en outre la non-détection de la ligne centrale à partir de la pluralité d'images, quand une correspondance de l'image avec un modèle indique que l'image est le devant d'un but.
 
6. Programme de détermination selon la revendication 4, dans lequel le processus comprend en outre le calcul d'un premier temps en ajoutant un temps proportionnel au temps, durant lequel la ligne centrale disparaît sur le côté du premier territoire d'équipe, à un temps, durant lequel la ligne centrale est présente sur le côté du premier territoire d'équipe, et d'un second temps en ajoutant un temps proportionnel au temps, durant lequel la ligne centrale disparaît sur un côté du second territoire d'équipe, à un temps, durant lequel la ligne centrale est présente sur le côté du second territoire d'équipe, et la fourniture en sortie d'un indice indiquant laquelle des équipes est supérieure dans le jeu sur la base du premier temps et du second temps.
 
7. Programme de détermination selon la revendication 1, le processus comprend en outre la détermination qu'une première équipe est supérieure à une seconde équipe dans le jeu quand le second territoire d'équipe est principalement présent dans la pluralité d'images, et que la seconde équipe est supérieure à la première équipe dans le jeu quand le premier territoire d'équipe est principalement présent dans la pluralité d'images.
 
8. Procédé de détermination qui est mis en oeuvre par un ordinateur, le procédé de détermination pour générer un indice de supériorité pour une équipe durant un jeu, comprenant :

l'obtention d'une pluralité d'images qui sont capturées dans différentes zones d'un champ, dans lequel un premier territoire d'équipe d'une première équipe est séparé d'un second territoire d'équipe d'une seconde équipe à l'aide d'une ligne centrale ;

la détection de la ligne centrale sur la base de chaque image, la détection, pour chaque image de la pluralité d'images, d'une distance entre la position de la ligne centrale et une position de référence ;

la détection, pour chaque image de la pluralité d'images, duquel parmi les territoires séparés à l'aide de la ligne centrale détectée apparaît principalement dans l'image respective ;

le stockage comme un enregistrement dans une table, pour chacune de la pluralité d'images, de la distance détectée en association avec le territoire qui apparaît principalement dans l'image respective ;

la création d'un premier indice pour la première équipe sur la base du nombre des enregistrements stockés en association avec le premier territoire d'équipe, où la distance est supérieure à zéro ;

la création d'un second indice pour la seconde équipe sur la base du nombre des enregistrements stockés en association avec le second territoire d'équipe, où la distance est supérieure à zéro ; et

la fourniture en sortie du premier indice et du second indice comme les indices de supériorité respectivement pour la première et la seconde équipe.


 
9. Procédé de détermination selon la revendication 8, dans lequel le processus comprend en outre la détermination que la première équipe est une équipe supérieure effectuant le mouvement d'attaque contre la seconde équipe, quand il est détecté que la ligne centrale, détectée dans la pluralité d'images, se déplace vers un côté du premier territoire d'équipe.
 
10. Procédé de détermination selon la revendication 9, dans lequel la détermination détermine que la première équipe est ou non l'équipe supérieure alors que la distance associée au premier territoire d'équipe est supérieure à un seuil.
 
11. Procédé de détermination selon la revendication 10, dans lequel la distance comprend une disparition qui indique que le centre sur l'image sort dans une direction opposée à la direction dans laquelle la première équipe effectue un mouvement d'attaque et n'est pas présent sur l'image.
 
12. Procédé de détermination selon l'une quelconque des revendications 8 à 11, dans lequel le procédé de détermination comprend en outre la non-détection de la ligne centrale à partir de la pluralité d'images, quand une correspondance de l'image avec un modèle indique que l'image est le devant d'un but.
 
13. Procédé de détermination selon la revendication 11, le processus comprend en outre le calcul d'un premier temps en ajoutant un temps proportionnel au temps, durant lequel la ligne centrale disparaît sur le côté du premier territoire d'équipe, à un temps, durant lequel la ligne centrale est présente sur le côté du premier territoire d'équipe, et d'un second temps en ajoutant un temps proportionnel au temps, durant lequel la ligne centrale disparaît sur un côté du second territoire d'équipe, à un temps, durant lequel la ligne centrale est présente sur le côté du second territoire d'équipe, et la fourniture en sortie d'un indice indiquant laquelle des équipes est supérieure dans le jeu sur la base du premier temps et du second temps.
 
14. Procédé de détermination selon la revendication 8, le procédé comprend en outre la détermination qu'une première équipe est supérieure à une seconde équipe dans le jeu quand le second territoire d'équipe est principalement présent dans la pluralité d'images, et que la seconde équipe est supérieure à la première équipe dans le jeu quand le premier territoire d'équipe est principalement présent dans la pluralité d'images.
 
15. Dispositif de détermination comprenant une unité de détermination (150b) qui obtient une pluralité d'images qui sont capturées dans différentes zones d'un champ, dans lequel un premier territoire d'équipe d'une première équipe est séparé d'un second territoire d'équipe d'une seconde équipe à l'aide d'une ligne centrale, qui détecte la ligne centrale sur la base de chaque image, qui détecte, pour chaque image de la pluralité d'images, une distance entre la position de la ligne centrale et une position de référence, qui détecte, pour chaque image de la pluralité d'images, lequel parmi les territoires séparés à l'aide de la ligne centrale détectée apparaît principalement dans l'image respective, qui stocke comme un enregistrement dans une table, pour chacune de la pluralité d'images, la distance détectée en association avec le territoire qui apparaît principalement dans l'image respective, qui crée un premier indice pour la première équipe sur la base du nombre des enregistrements stockés en association avec le premier territoire d'équipe, où la distance est supérieure à zéro, qui crée un second indice pour la seconde équipe sur la base du nombre des enregistrements stockés en association avec le second territoire d'équipe, où la distance est supérieure à zéro, qui fournit en sortie le premier indice et le second indice comme les indices de supériorité respectivement pour la première et la seconde équipe.
 
16. Dispositif de détermination selon la revendication 15, dans lequel l'unité de détermination (150b) détermine que la première équipe est une équipe supérieure effectuant le mouvement d'attaque contre la seconde équipe, quand il est détecté que la ligne centrale, détectée dans la pluralité d'images, se déplace vers un côté du premier territoire d'équipe.
 
17. Dispositif de détermination selon la revendication 16, dans lequel l'unité de détermination (150b) détermine que la première équipe est ou non l'équipe supérieure alors que la distance associée au premier territoire d'équipe est supérieure à un seuil.
 
18. Dispositif de détermination selon la revendication 17, dans lequel la distance comprend une disparition qui indique que le centre sur l'image sort dans une direction opposée à la direction dans laquelle la première équipe effectue un mouvement d'attaque et n'est pas présent sur l'image.
 
19. Dispositif de détermination selon l'une quelconque des revendications 15 à 18, dans lequel l'unité de détermination (150b) s'abstient de détecter la ligne centrale à partir de la vidéo, quand une correspondance de l'image avec un modèle indique que l'image est le devant d'un but.
 
20. Dispositif de détermination selon la revendication 19, dans lequel l'unité de détermination (150b) calcule un premier temps en ajoutant un temps proportionnel au temps, durant lequel la ligne centrale disparaît sur le côté du premier territoire d'équipe, à un temps, durant lequel la ligne centrale est présente sur le côté du premier territoire d'équipe, l'un des territoires, et d'un second temps en ajoutant un temps proportionnel au temps, à un temps, durant lequel la ligne centrale est présente sur le côté du second territoire d'équipe, l'autre des territoires, et la fourniture en sortie d'un indice indiquant laquelle des équipes est supérieure dans le jeu sur la base du premier temps et du second temps.
 
21. Dispositif de détermination selon la revendication 15, dans lequel l'unité de détermination (150b) détermine qu'une première équipe est supérieure à une seconde équipe dans le jeu quand le second territoire d'équipe est principalement présent dans la pluralité d'images, et que la seconde équipe est supérieure à la première équipe dans le jeu quand le premier territoire d'équipe est principalement présent dans la pluralité d'images.
 




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